| Dataset | Accuracy | Precision | Recall | F1-Score | ROC AUC |
|---|---|---|---|---|---|
| dataset_1000_hypothyroid.csv | 0.619 | 0.092 | 0.448 | 0.153 | 0.541 |
| dataset_1002_ipums_la_98-small.csv | 0.527 | 0.101 | 0.443 | 0.165 | 0.490 |
| dataset_1004_synthetic_control.csv | 0.700 | 0.350 | 0.933 | 0.509 | 0.793 |
| dataset_1013_analcatdata_challenger.csv | 0.929 | 0.000 | 0.000 | 0.000 | 0.500 |
| dataset_1014_analcatdata_dmft.csv | 0.433 | 0.184 | 0.553 | 0.277 | 0.479 |
| dataset_1016_vowel.csv | 0.613 | 0.151 | 0.704 | 0.248 | 0.654 |
| dataset_1018_ipums_la_99-small.csv | 0.604 | 0.047 | 0.271 | 0.080 | 0.449 |
| dataset_1020_mfeat-karhunen.csv | 0.567 | 0.173 | 0.883 | 0.290 | 0.707 |
| dataset_1021_page-blocks.csv | 0.859 | 0.365 | 0.506 | 0.424 | 0.703 |
| dataset_1022_mfeat-pixel.csv | 0.562 | 0.139 | 0.650 | 0.229 | 0.601 |
| dataset_1023_soybean.csv | 0.537 | 0.124 | 0.393 | 0.188 | 0.476 |
| dataset_1039_hiva_agnostic.csv | 0.564 | 0.042 | 0.511 | 0.077 | 0.539 |
| dataset_1045_kc1-top5.csv | 0.682 | 0.125 | 1.000 | 0.222 | 0.833 |
| dataset_1049_pc4.csv | 0.678 | 0.107 | 0.226 | 0.145 | 0.483 |
| dataset_1050_pc3.csv | 0.761 | 0.128 | 0.229 | 0.164 | 0.526 |
| dataset_1056_mc1.csv | 0.716 | 0.001 | 0.050 | 0.002 | 0.385 |
| dataset_1059_ar1.csv | 0.568 | 0.000 | 0.000 | 0.000 | 0.309 |
| dataset_1061_ar4.csv | 0.636 | 0.286 | 0.667 | 0.400 | 0.648 |
| dataset_1064_ar6.csv | 0.871 | 0.667 | 0.400 | 0.500 | 0.681 |
| dataset_1065_kc3.csv | 0.630 | 0.135 | 0.538 | 0.215 | 0.589 |
| dataset_311_oil_spill.csv | 0.465 | 0.057 | 0.750 | 0.107 | 0.601 |
| dataset_312_scene.csv | 0.548 | 0.212 | 0.566 | 0.309 | 0.555 |
| dataset_316_yeast_ml8.csv | 0.649 | 0.023 | 0.600 | 0.045 | 0.625 |
| dataset_38_sick.csv | 0.723 | 0.045 | 0.174 | 0.071 | 0.466 |
| dataset_450_analcatdata_lawsuit.csv | 0.575 | 0.150 | 1.000 | 0.261 | 0.770 |
| dataset_463_backache.csv | 0.667 | 0.238 | 0.714 | 0.357 | 0.687 |
| dataset_757_meta.csv | 0.528 | 0.136 | 0.688 | 0.227 | 0.599 |
| dataset_764_analcatdata_apnea3.csv | 0.585 | 0.100 | 0.312 | 0.152 | 0.467 |
| dataset_765_analcatdata_apnea2.csv | 0.615 | 0.140 | 0.368 | 0.203 | 0.511 |
| dataset_767_analcatdata_apnea1.csv | 0.594 | 0.000 | 0.000 | 0.000 | 0.340 |
| dataset_865_analcatdata_neavote.csv | 0.433 | 0.105 | 1.000 | 0.190 | 0.696 |
| dataset_867_visualizing_livestock.csv | 0.718 | 0.300 | 0.429 | 0.353 | 0.605 |
| dataset_875_analcatdata_chlamydia.csv | 0.667 | 0.250 | 0.333 | 0.286 | 0.542 |
| dataset_940_water-treatment.csv | 0.560 | 0.189 | 0.583 | 0.286 | 0.569 |
| dataset_947_arsenic-male-bladder.csv | 0.958 | 0.000 | 0.000 | 0.000 | 0.500 |
| dataset_949_arsenic-female-bladder.csv | 0.613 | 0.127 | 0.292 | 0.177 | 0.479 |
| dataset_950_arsenic-female-lung.csv | 0.988 | 1.000 | 0.667 | 0.800 | 0.833 |
| dataset_951_arsenic-male-lung.csv | 0.458 | 0.000 | 0.000 | 0.000 | 0.235 |
| dataset_954_spectrometer.csv | 0.700 | 0.218 | 0.706 | 0.333 | 0.703 |
| dataset_958_segment.csv | 0.587 | 0.229 | 0.798 | 0.356 | 0.675 |
| dataset_962_mfeat-morphological.csv | 0.742 | 0.000 | 0.000 | 0.000 | 0.412 |
| dataset_966_analcatdata_halloffame.csv | 0.622 | 0.138 | 0.595 | 0.224 | 0.610 |
| dataset_968_analcatdata_birthday.csv | 0.555 | 0.163 | 0.500 | 0.246 | 0.532 |
| dataset_971_mfeat-fourier.csv | 0.547 | 0.156 | 0.800 | 0.261 | 0.659 |
| dataset_976_JapaneseVowels.csv | 0.645 | 0.268 | 0.688 | 0.386 | 0.663 |
| dataset_978_mfeat-factors.csv | 0.595 | 0.192 | 0.950 | 0.319 | 0.753 |
| dataset_980_optdigits.csv | 0.634 | 0.178 | 0.715 | 0.285 | 0.670 |
| dataset_984_analcatdata_draft.csv | 0.791 | 0.158 | 0.300 | 0.207 | 0.570 |
| dataset_987_collins.csv | 0.460 | 0.139 | 0.458 | 0.214 | 0.459 |
| dataset_995_mfeat-zernike.csv | 0.675 | 0.229 | 0.950 | 0.369 | 0.797 |
| Dataset | Accuracy | Precision | Recall | F1-Score | ROC AUC |
|---|---|---|---|---|---|
| dataset_1000_hypothyroid.csv | 0.942 | 1.000 | 0.241 | 0.389 | 0.621 |
| dataset_1002_ipums_la_98-small.csv | 0.894 | 0.438 | 0.030 | 0.055 | 0.513 |
| dataset_1004_synthetic_control.csv | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| dataset_1013_analcatdata_challenger.csv | 0.929 | 0.000 | 0.000 | 0.000 | 0.500 |
| dataset_1014_analcatdata_dmft.csv | 0.804 | 0.000 | 0.000 | 0.000 | 0.500 |
| dataset_1016_vowel.csv | 0.946 | 1.000 | 0.407 | 0.579 | 0.704 |
| dataset_1018_ipums_la_99-small.csv | 0.938 | 0.778 | 0.041 | 0.078 | 0.520 |
| dataset_1020_mfeat-karhunen.csv | 0.995 | 0.983 | 0.967 | 0.975 | 0.982 |
| dataset_1021_page-blocks.csv | 0.938 | 0.924 | 0.435 | 0.591 | 0.715 |
| dataset_1022_mfeat-pixel.csv | 0.990 | 0.909 | 1.000 | 0.952 | 0.994 |
| dataset_1023_soybean.csv | 0.937 | 0.778 | 0.750 | 0.764 | 0.858 |
| dataset_1039_hiva_agnostic.csv | 0.965 | 0.526 | 0.222 | 0.312 | 0.607 |
| dataset_1045_kc1-top5.csv | 0.955 | 0.500 | 0.500 | 0.500 | 0.738 |
| dataset_1049_pc4.csv | 0.897 | 0.750 | 0.226 | 0.348 | 0.608 |
| dataset_1050_pc3.csv | 0.896 | 0.400 | 0.042 | 0.075 | 0.517 |
| dataset_1056_mc1.csv | 0.993 | 0.000 | 0.000 | 0.000 | 0.500 |
| dataset_1059_ar1.csv | 0.919 | 0.000 | 0.000 | 0.000 | 0.500 |
| dataset_1061_ar4.csv | 0.848 | 0.600 | 0.500 | 0.545 | 0.713 |
| dataset_1064_ar6.csv | 0.871 | 1.000 | 0.200 | 0.333 | 0.600 |
| dataset_1065_kc3.csv | 0.913 | 1.000 | 0.077 | 0.143 | 0.538 |
| dataset_311_oil_spill.csv | 0.965 | 1.000 | 0.167 | 0.286 | 0.583 |
| dataset_312_scene.csv | 0.943 | 0.844 | 0.837 | 0.840 | 0.902 |
| dataset_316_yeast_ml8.csv | 0.986 | 0.000 | 0.000 | 0.000 | 0.500 |
| dataset_38_sick.csv | 0.940 | 0.600 | 0.043 | 0.081 | 0.521 |
| dataset_450_analcatdata_lawsuit.csv | 0.950 | 1.000 | 0.333 | 0.500 | 0.667 |
| dataset_463_backache.csv | 0.889 | 0.667 | 0.286 | 0.400 | 0.632 |
| dataset_757_meta.csv | 0.881 | 0.000 | 0.000 | 0.000 | 0.490 |
| dataset_764_analcatdata_apnea3.csv | 0.919 | 0.857 | 0.375 | 0.522 | 0.683 |
| dataset_765_analcatdata_apnea2.csv | 0.930 | 1.000 | 0.474 | 0.643 | 0.737 |
| dataset_767_analcatdata_apnea1.csv | 0.909 | 0.727 | 0.444 | 0.552 | 0.710 |
| dataset_865_analcatdata_neavote.csv | 0.933 | 0.000 | 0.000 | 0.000 | 0.500 |
| dataset_867_visualizing_livestock.csv | 0.872 | 0.667 | 0.571 | 0.615 | 0.754 |
| dataset_875_analcatdata_chlamydia.csv | 0.933 | 0.833 | 0.833 | 0.833 | 0.896 |
| dataset_940_water-treatment.csv | 0.881 | 1.000 | 0.208 | 0.345 | 0.604 |
| dataset_947_arsenic-male-bladder.csv | 0.976 | 1.000 | 0.429 | 0.600 | 0.714 |
| dataset_949_arsenic-female-bladder.csv | 0.869 | 0.750 | 0.125 | 0.214 | 0.559 |
| dataset_950_arsenic-female-lung.csv | 0.982 | 1.000 | 0.500 | 0.667 | 0.750 |
| dataset_951_arsenic-male-lung.csv | 0.994 | 1.000 | 0.750 | 0.857 | 0.875 |
| dataset_954_spectrometer.csv | 0.962 | 1.000 | 0.647 | 0.786 | 0.824 |
| dataset_958_segment.csv | 0.916 | 0.918 | 0.455 | 0.608 | 0.724 |
| dataset_962_mfeat-morphological.csv | 0.998 | 1.000 | 0.983 | 0.992 | 0.992 |
| dataset_966_analcatdata_halloffame.csv | 0.960 | 0.889 | 0.649 | 0.750 | 0.820 |
| dataset_968_analcatdata_birthday.csv | 0.882 | 0.714 | 0.312 | 0.435 | 0.646 |
| dataset_971_mfeat-fourier.csv | 0.997 | 0.968 | 1.000 | 0.984 | 0.998 |
| dataset_976_JapaneseVowels.csv | 0.950 | 0.888 | 0.789 | 0.836 | 0.885 |
| dataset_978_mfeat-factors.csv | 0.987 | 0.882 | 1.000 | 0.938 | 0.993 |
| dataset_980_optdigits.csv | 0.982 | 0.938 | 0.884 | 0.910 | 0.939 |
| dataset_984_analcatdata_draft.csv | 0.909 | 0.000 | 0.000 | 0.000 | 0.500 |
| dataset_987_collins.csv | 0.900 | 0.667 | 0.750 | 0.706 | 0.839 |
| dataset_995_mfeat-zernike.csv | 0.995 | 0.967 | 0.983 | 0.975 | 0.990 |
| Dataset | Accuracy | Precision | Recall | F1-Score | ROC AUC |
|---|---|---|---|---|---|
| dataset_1000_hypothyroid.csv | 0.746 | 0.209 | 0.828 | 0.334 | 0.905 |
| dataset_1002_ipums_la_98-small.csv | 0.650 | 0.230 | 0.992 | 0.374 | 0.840 |
| dataset_1004_synthetic_control.csv | 0.989 | 0.938 | 1.000 | 0.968 | 1.000 |
| dataset_1013_analcatdata_challenger.csv | 0.619 | 0.067 | 0.333 | 0.111 | 0.667 |
| dataset_1014_analcatdata_dmft.csv | 0.529 | 0.216 | 0.532 | 0.307 | 0.506 |
| dataset_1016_vowel.csv | 0.865 | 0.403 | 1.000 | 0.574 | 0.976 |
| dataset_1018_ipums_la_99-small.csv | 0.651 | 0.151 | 0.959 | 0.260 | 0.881 |
| dataset_1020_mfeat-karhunen.csv | 0.932 | 0.594 | 1.000 | 0.745 | 1.000 |
| dataset_1021_page-blocks.csv | 0.880 | 0.455 | 0.881 | 0.600 | 0.939 |
| dataset_1022_mfeat-pixel.csv | 0.918 | 0.550 | 1.000 | 0.710 | 1.000 |
| dataset_1023_soybean.csv | 0.893 | 0.562 | 0.964 | 0.711 | 0.980 |
| dataset_1039_hiva_agnostic.csv | 0.870 | 0.167 | 0.667 | 0.267 | 0.770 |
| dataset_1045_kc1-top5.csv | 0.841 | 0.143 | 0.500 | 0.222 | 0.929 |
| dataset_1049_pc4.csv | 0.733 | 0.295 | 0.868 | 0.440 | 0.859 |
| dataset_1050_pc3.csv | 0.701 | 0.226 | 0.792 | 0.352 | 0.825 |
| dataset_1056_mc1.csv | 0.825 | 0.030 | 0.750 | 0.057 | 0.927 |
| dataset_1059_ar1.csv | 0.622 | 0.133 | 0.667 | 0.222 | 0.843 |
| dataset_1061_ar4.csv | 0.606 | 0.267 | 0.667 | 0.381 | 0.790 |
| dataset_1064_ar6.csv | 0.613 | 0.182 | 0.400 | 0.250 | 0.585 |
| dataset_1065_kc3.csv | 0.746 | 0.238 | 0.769 | 0.364 | 0.845 |
| dataset_311_oil_spill.csv | 0.862 | 0.186 | 0.667 | 0.291 | 0.902 |
| dataset_312_scene.csv | 0.860 | 0.564 | 0.961 | 0.711 | 0.966 |
| dataset_316_yeast_ml8.csv | 0.814 | 0.063 | 0.900 | 0.118 | 0.910 |
| dataset_38_sick.csv | 0.784 | 0.209 | 0.913 | 0.341 | 0.928 |
| dataset_450_analcatdata_lawsuit.csv | 0.838 | 0.316 | 1.000 | 0.480 | 1.000 |
| dataset_463_backache.csv | 0.759 | 0.312 | 0.714 | 0.435 | 0.726 |
| dataset_757_meta.csv | 0.629 | 0.159 | 0.625 | 0.253 | 0.746 |
| dataset_764_analcatdata_apnea3.csv | 0.748 | 0.312 | 0.938 | 0.469 | 0.936 |
| dataset_765_analcatdata_apnea2.csv | 0.923 | 0.667 | 0.842 | 0.744 | 0.878 |
| dataset_767_analcatdata_apnea1.csv | 0.643 | 0.254 | 0.944 | 0.400 | 0.920 |
| dataset_865_analcatdata_neavote.csv | 0.433 | 0.105 | 1.000 | 0.190 | 0.696 |
| dataset_867_visualizing_livestock.csv | 0.846 | 0.571 | 0.571 | 0.571 | 0.790 |
| dataset_875_analcatdata_chlamydia.csv | 0.867 | 0.600 | 1.000 | 0.750 | 0.965 |
| dataset_940_water-treatment.csv | 0.730 | 0.327 | 0.750 | 0.456 | 0.819 |
| dataset_947_arsenic-male-bladder.csv | 0.714 | 0.113 | 0.857 | 0.200 | 0.841 |
| dataset_949_arsenic-female-bladder.csv | 0.649 | 0.278 | 0.917 | 0.427 | 0.814 |
| dataset_950_arsenic-female-lung.csv | 0.881 | 0.182 | 0.667 | 0.286 | 0.832 |
| dataset_951_arsenic-male-lung.csv | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| dataset_954_spectrometer.csv | 0.806 | 0.354 | 1.000 | 0.523 | 0.983 |
| dataset_958_segment.csv | 0.818 | 0.440 | 1.000 | 0.611 | 0.989 |
| dataset_962_mfeat-morphological.csv | 0.935 | 0.608 | 0.983 | 0.752 | 0.989 |
| dataset_966_analcatdata_halloffame.csv | 0.816 | 0.324 | 0.919 | 0.479 | 0.966 |
| dataset_968_analcatdata_birthday.csv | 0.827 | 0.457 | 1.000 | 0.627 | 0.949 |
| dataset_971_mfeat-fourier.csv | 0.967 | 0.750 | 1.000 | 0.857 | 1.000 |
| dataset_976_JapaneseVowels.csv | 0.868 | 0.550 | 0.996 | 0.709 | 0.986 |
| dataset_978_mfeat-factors.csv | 0.935 | 0.606 | 1.000 | 0.755 | 1.000 |
| dataset_980_optdigits.csv | 0.897 | 0.498 | 0.959 | 0.656 | 0.990 |
| dataset_984_analcatdata_draft.csv | 0.455 | 0.097 | 0.600 | 0.167 | 0.491 |
| dataset_987_collins.csv | 0.793 | 0.434 | 0.958 | 0.597 | 0.952 |
| dataset_995_mfeat-zernike.csv | 0.925 | 0.571 | 1.000 | 0.727 | 1.000 |